Pandas Profiling Report

Dataset statistics

Number of variables	14
Number of observations	8514
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	931.3 KiB
Average record size in memory	112.0 B

Variable types

NUM	13
BOOL	1

Reproduction

Analysis started	2020-08-06 05:39:39.047847
Analysis finished	2020-08-06 05:40:18.402095
Duration	39.35 seconds
Version	pandas-profiling v2.8.0
Command line	`pandas_profiling --config_file config.yaml [YOUR_FILE.csv]`
Download configuration	config.yaml

Warnings

`date` is highly correlated with `Unnamed: 0` and 2 other fields	High correlation
`Unnamed: 0` is highly correlated with `date` and 2 other fields	High correlation
`retweets_count` is highly correlated with `likes_count`	High correlation
`likes_count` is highly correlated with `retweets_count`	High correlation
`Cases_x` is highly correlated with `Unnamed: 0` and 2 other fields	High correlation
`Deaths_x` is highly correlated with `Unnamed: 0` and 2 other fields	High correlation
`replies_count` is highly skewed (γ1 = 33.08903532)	Skewed
`Unnamed: 0` has unique values	Unique
`likes_count` has 4190 (49.2%) zeros	Zeros
`replies_count` has 5334 (62.6%) zeros	Zeros
`retweets_count` has 5662 (66.5%) zeros	Zeros
`stopwords_count` has 90 (1.1%) zeros	Zeros
`Sentiment` has 1990 (23.4%) zeros	Zeros
`Target` has 107 (1.3%) zeros	Zeros

Unnamed: 0
Real number (ℝ_≥0)

HIGH CORRELATION
UNIQUE

Distinct count	8514
Unique (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	4256.5
Minimum	0
Maximum	8513
Zeros	1
Zeros (%)	< 0.1%
Memory size	66.5 KiB

Quantile statistics

Minimum	0
5-th percentile	425.65
Q1	2128.25
median	4256.5
Q3	6384.75
95-th percentile	8087.35
Maximum	8513
Range	8513
Interquartile range (IQR)	4256.5

Descriptive statistics

Standard deviation	2457.924429
Coefficient of variation (CV)	0.5774519979
Kurtosis	-1.2
Mean	4256.5
Median Absolute Deviation (MAD)	2128.5
Skewness	0
Sum	36239841
Variance	6041392.5

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
2047	1	< 0.1%
1346	1	< 0.1%
5416	1	< 0.1%
7465	1	< 0.1%
1322	1	< 0.1%
3371	1	< 0.1%
5424	1	< 0.1%
7473	1	< 0.1%
1330	1	< 0.1%
3379	1	< 0.1%
Other values (8504)	8504	99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1	< 0.1%
1	1	< 0.1%
2	1	< 0.1%
3	1	< 0.1%
4	1	< 0.1%

Value	Count	Frequency (%)
8513	1	< 0.1%
8512	1	< 0.1%
8511	1	< 0.1%
8510	1	< 0.1%
8509	1	< 0.1%

date
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	117
Unique (%)	1.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	20200423.67371388
Minimum	20200211
Maximum	20200610
Zeros	0
Zeros (%)	0.0%
Memory size	66.5 KiB

Quantile statistics

Minimum	20200211
5-th percentile	20200312
Q1	20200327
median	20200416
Q3	20200508
95-th percentile	20200602
Maximum	20200610
Range	399
Interquartile range (IQR)	181

Descriptive statistics

Standard deviation	88.72362317
Coefficient of variation (CV)	4.392166452e-06
Kurtosis	-0.8602382792
Mean	20200423.67
Median Absolute Deviation (MAD)	90
Skewness	0.2982919838
Sum	1.719864072e+11
Variance	7871.881308

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
20200321	204	2.4%
20200417	144	1.7%
20200329	143	1.7%
20200322	136	1.6%
20200318	135	1.6%
20200415	134	1.6%
20200424	131	1.5%
20200312	128	1.5%
20200326	128	1.5%
20200323	128	1.5%
Other values (107)	7103	83.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
20200211	1	< 0.1%
20200213	3	< 0.1%
20200215	1	< 0.1%
20200216	2	< 0.1%
20200217	1	< 0.1%

Value	Count	Frequency (%)
20200610	37	0.4%
20200609	49	0.6%
20200608	49	0.6%
20200607	41	0.5%
20200606	33	0.4%

likes_count
Real number (ℝ_≥0)

HIGH CORRELATION
ZEROS

Distinct count	576
Unique (%)	6.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	767.1612638007987
Minimum	0
Maximum	160784
Zeros	4190
Zeros (%)	49.2%
Memory size	66.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	5
95-th percentile	450
Maximum	160784
Range	160784
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	7949.310811
Coefficient of variation (CV)	10.36198148
Kurtosis	233.9179632
Mean	767.1612638
Median Absolute Deviation (MAD)	1
Skewness	14.62936162
Sum	6531611
Variance	63191542.38

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	4190	49.2%
1	1215	14.3%
2	507	6.0%
3	290	3.4%
4	155	1.8%
5	112	1.3%
6	94	1.1%
7	75	0.9%
8	49	0.6%
9	44	0.5%
Other values (566)	1783	20.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	4190	49.2%
1	1215	14.3%
2	507	6.0%
3	290	3.4%
4	155	1.8%

Value	Count	Frequency (%)
160784	3	< 0.1%
147597	3	< 0.1%
143100	4	< 0.1%
142204	1	< 0.1%
142203	1	< 0.1%

replies_count
Real number (ℝ_≥0)

SKEWED
ZEROS

Distinct count	230
Unique (%)	2.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	88.18722104768617
Minimum	0
Maximum	64215
Zeros	5334
Zeros (%)	62.6%
Memory size	66.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	56
Maximum	64215
Range	64215
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1526.553768
Coefficient of variation (CV)	17.31037388
Kurtosis	1265.134424
Mean	88.18722105
Median Absolute Deviation (MAD)	0
Skewness	33.08903532
Sum	750826
Variance	2330366.407

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	5334	62.6%
1	1344	15.8%
2	275	3.2%
3	135	1.6%
4	56	0.7%
5	45	0.5%
13	40	0.5%
16	34	0.4%
12	32	0.4%
26	31	0.4%
Other values (220)	1188	14.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	5334	62.6%
1	1344	15.8%
2	275	3.2%
3	135	1.6%
4	56	0.7%

Value	Count	Frequency (%)
64215	3	< 0.1%
43690	2	< 0.1%
18417	2	< 0.1%
15724	2	< 0.1%
13879	3	< 0.1%

retweets_count
Real number (ℝ_≥0)

HIGH CORRELATION
ZEROS

Distinct count	414
Unique (%)	4.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	179.75933756166313
Minimum	0
Maximum	34926
Zeros	5662
Zeros (%)	66.5%
Memory size	66.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	209
Maximum	34926
Range	34926
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1707.044549
Coefficient of variation (CV)	9.49627748
Kurtosis	229.6932844
Mean	179.7593376
Median Absolute Deviation (MAD)	0
Skewness	14.40865622
Sum	1530471
Variance	2914001.093

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	5662	66.5%
1	727	8.5%
2	272	3.2%
3	101	1.2%
4	71	0.8%
5	58	0.7%
6	44	0.5%
7	33	0.4%
8	32	0.4%
10	26	0.3%
Other values (404)	1488	17.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	5662	66.5%
1	727	8.5%
2	272	3.2%
3	101	1.2%
4	71	0.8%

Value	Count	Frequency (%)
34926	4	< 0.1%
31125	2	< 0.1%
29868	3	< 0.1%
28239	2	< 0.1%
27320	3	< 0.1%

video
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	66.5 KiB

0	8397
1	117

Frequency Table

Value	Count	Frequency (%)
0	8397	98.6%
1	117	1.4%

Cases_x
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	107
Unique (%)	1.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	750179.7269203664
Minimum	12
Maximum	2000702
Zeros	0
Zeros (%)	0.0%
Memory size	66.5 KiB

Quantile statistics

Minimum	12
5-th percentile	1561
Q1	102276
median	669272
Q3	1288587
95-th percentile	1837371
Maximum	2000702
Range	2000690
Interquartile range (IQR)	1186311

Descriptive statistics

Standard deviation	637881.8103
Coefficient of variation (CV)	0.8503053167
Kurtosis	-1.227022928
Mean	750179.7269
Median Absolute Deviation (MAD)	585181
Skewness	0.3625637286
Sum	6387030195
Variance	4.068932039e+11

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
25825	204	2.4%
701996	144	1.7%
141205	143	1.7%
33761	136	1.6%
8917	135	1.6%
637974	134	1.6%
907908	131	1.5%
1561	128	1.5%
84091	128	1.5%
43850	128	1.5%
Other values (97)	7103	83.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
12	1	< 0.1%
13	9	0.1%
15	17	0.2%
16	7	0.1%
24	6	0.1%

Value	Count	Frequency (%)
2000702	37	0.4%
1979908	49	0.6%
1961781	49	0.6%
1944367	41	0.5%
1926636	33	0.4%

Deaths_x
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	103
Unique (%)	1.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	42540.72363166549
Minimum	0
Maximum	113631
Zeros	34
Zeros (%)	0.4%
Memory size	66.5 KiB

Quantile statistics

Minimum	0
5-th percentile	43
Q1	2300
median	35442
Q3	78497
95-th percentile	107169
Maximum	113631
Range	113631
Interquartile range (IQR)	76197

Descriptive statistics

Standard deviation	39020.81055
Coefficient of variation (CV)	0.9172577996
Kurtosis	-1.348555261
Mean	42540.72363
Median Absolute Deviation (MAD)	34644
Skewness	0.3805612915
Sum	362191721
Variance	1522623656

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
456	204	2.4%
38056	144	1.7%
3561	143	1.7%
601	136	1.6%
188	135	1.6%
33329	134	1.6%
52867	131	1.5%
784	128	1.5%
1746	128	1.5%
43	128	1.5%
Other values (93)	7103	83.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	34	0.4%
1	15	0.2%
6	23	0.3%
7	5	0.1%
11	13	0.2%

Value	Count	Frequency (%)
113631	37	0.4%
112714	49	0.6%
111774	49	0.6%
111269	41	0.5%
110818	33	0.4%

word_count
Real number (ℝ_≥0)

Distinct count	62
Unique (%)	0.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	39.55837444209537
Minimum	4
Maximum	84
Zeros	0
Zeros (%)	0.0%
Memory size	66.5 KiB

Quantile statistics

Minimum	4
5-th percentile	16
Q1	35
median	42
Q3	47
95-th percentile	52
Maximum	84
Range	80
Interquartile range (IQR)	12

Descriptive statistics

Standard deviation	10.50829349
Coefficient of variation (CV)	0.2656401745
Kurtosis	0.4329630092
Mean	39.55837444
Median Absolute Deviation (MAD)	6
Skewness	-0.9638101506
Sum	336800
Variance	110.4242321

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
42	494	5.8%
43	471	5.5%
45	460	5.4%
46	433	5.1%
47	404	4.7%
44	404	4.7%
48	394	4.6%
41	362	4.3%
49	326	3.8%
39	318	3.7%
Other values (52)	4448	52.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
4	2	< 0.1%
7	2	< 0.1%
8	2	< 0.1%
9	14	0.2%
10	12	0.1%

Value	Count	Frequency (%)
84	1	< 0.1%
78	1	< 0.1%
67	1	< 0.1%
66	1	< 0.1%
64	1	< 0.1%

avg_word_length
Real number (ℝ_≥0)

Distinct count	2438
Unique (%)	28.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	5.543809359955163
Minimum	3.25757575757575
Maximum	31.75
Zeros	0
Zeros (%)	0.0%
Memory size	66.5 KiB

Quantile statistics

Minimum	3.257575758
5-th percentile	4.186046512
Q1	4.6875
median	5.179487179
Q3	6.0625
95-th percentile	7.925640244
Maximum	31.75
Range	28.49242424
Interquartile range (IQR)	1.375

Descriptive statistics

Standard deviation	1.336497416
Coefficient of variation (CV)	0.2410792525
Kurtosis	40.64776619
Mean	5.54380936
Median Absolute Deviation (MAD)	0.6189993746
Skewness	3.54408339
Sum	47199.99289
Variance	1.786225344

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
4.976190476	105	1.2%
5	78	0.9%
6	70	0.8%
4.75	45	0.5%
7	44	0.5%
4.5	43	0.5%
4.893617021	36	0.4%
4.6	36	0.4%
4.490196078	34	0.4%
4.770833333	32	0.4%
Other values (2428)	7991	93.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
3.257575758	1	< 0.1%
3.419354839	1	< 0.1%
3.527272727	1	< 0.1%
3.542372881	2	< 0.1%
3.55	1	< 0.1%

Value	Count	Frequency (%)
31.75	2	< 0.1%
19	1	< 0.1%
16.30769231	1	< 0.1%
15.77777778	2	< 0.1%
14.62962963	1	< 0.1%

stopwords_count
Real number (ℝ_≥0)

ZEROS

Distinct count	35
Unique (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	14.521963824289406
Minimum	0
Maximum	34
Zeros	90
Zeros (%)	1.1%
Memory size	66.5 KiB

Quantile statistics

Minimum	0
5-th percentile	3
Q1	11
median	15
Q3	19
95-th percentile	23
Maximum	34
Range	34
Interquartile range (IQR)	8

Descriptive statistics

Standard deviation	5.938369332
Coefficient of variation (CV)	0.4089232974
Kurtosis	-0.2697309713
Mean	14.52196382
Median Absolute Deviation (MAD)	4
Skewness	-0.3005748253
Sum	123640
Variance	35.26423033

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
13	694	8.2%
17	589	6.9%
15	588	6.9%
16	568	6.7%
14	535	6.3%
18	512	6.0%
19	504	5.9%
20	482	5.7%
12	443	5.2%
11	385	4.5%
Other values (25)	3214	37.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	90	1.1%
1	49	0.6%
2	119	1.4%
3	191	2.2%
4	201	2.4%

Value	Count	Frequency (%)
34	1	< 0.1%
33	2	< 0.1%
32	2	< 0.1%
31	3	< 0.1%
30	7	0.1%

char_count
Real number (ℝ_≥0)

Distinct count	376
Unique (%)	4.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	252.33192389006342
Minimum	51
Maximum	585
Zeros	0
Zeros (%)	0.0%
Memory size	66.5 KiB

Quantile statistics

Minimum	51
5-th percentile	115
Q1	226
median	268
Q3	280
95-th percentile	342
Maximum	585
Range	534
Interquartile range (IQR)	54

Descriptive statistics

Standard deviation	64.70749952
Coefficient of variation (CV)	0.2564380223
Kurtosis	0.9104624038
Mean	252.3319239
Median Absolute Deviation (MAD)	25
Skewness	-0.5212346096
Sum	2148354
Variance	4187.060494

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
280	401	4.7%
279	381	4.5%
278	284	3.3%
277	242	2.8%
275	202	2.4%
276	200	2.3%
251	164	1.9%
274	138	1.6%
272	130	1.5%
271	120	1.4%
Other values (366)	6252	73.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
51	1	< 0.1%
59	1	< 0.1%
66	2	< 0.1%
68	3	< 0.1%
72	3	< 0.1%

Value	Count	Frequency (%)
585	1	< 0.1%
584	1	< 0.1%
578	1	< 0.1%
519	1	< 0.1%
511	1	< 0.1%

Sentiment
Real number (ℝ)

ZEROS

Distinct count	1233
Unique (%)	14.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.0319829873673658
Minimum	-1.0
Maximum	1.0
Zeros	1990
Zeros (%)	23.4%
Memory size	66.5 KiB

Quantile statistics

Minimum	-1
5-th percentile	-0.4
Q1	-0.07222222222
median	0
Q3	0.1666666667
95-th percentile	0.45
Maximum	1
Range	2
Interquartile range (IQR)	0.2388888889

Descriptive statistics

Standard deviation	0.2572901493
Coefficient of variation (CV)	8.044594031
Kurtosis	1.954804969
Mean	0.03198298737
Median Absolute Deviation (MAD)	0.1258225108
Skewness	-0.2200270062
Sum	272.3031544
Variance	0.06619822091

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	1990	23.4%
0.4	275	3.2%
0.2	194	2.3%
0.1	175	2.1%
0.25	172	2.0%
0.5	156	1.8%
-0.2	141	1.7%
-0.1	131	1.5%
0.1666666667	122	1.4%
-0.3	116	1.4%
Other values (1223)	5042	59.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-1	33	0.4%
-0.9	8	0.1%
-0.85	1	< 0.1%
-0.8	31	0.4%
-0.8	11	0.1%

Value	Count	Frequency (%)
1	19	0.2%
0.9	2	< 0.1%
0.85	4	< 0.1%
0.8	32	0.4%
0.8	4	< 0.1%

Target
Real number (ℝ)

ZEROS

Distinct count	13
Unique (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	6.49318769086211
Minimum	-4.0
Maximum	14.0
Zeros	107
Zeros (%)	1.3%
Memory size	66.5 KiB

Quantile statistics

Minimum	-4
5-th percentile	3
Q1	4
median	6
Q3	9
95-th percentile	11
Maximum	14
Range	18
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	2.72697703
Coefficient of variation (CV)	0.4199750815
Kurtosis	0.1880294348
Mean	6.493187691
Median Absolute Deviation (MAD)	2
Skewness	0.5614240962
Sum	55283
Variance	7.436403722

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
6	2322	27.3%
4	1700	20.0%
10	1193	14.0%
5	700	8.2%
9	656	7.7%
7	572	6.7%
3	481	5.6%
14	251	2.9%
8	217	2.5%
11	212	2.5%
Other values (3)	210	2.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-4	3	< 0.1%
0	107	1.3%
2	100	1.2%
3	481	5.6%
4	1700	20.0%

Value	Count	Frequency (%)
14	251	2.9%
11	212	2.5%
10	1193	14.0%
9	656	7.7%
8	217	2.5%

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Count
Matrix

First rows

	Unnamed: 0	date	likes_count	replies_count	retweets_count	Cases_x	word_count	avg_word_length	stopwords_count	char_count	Sentiment	Target
0	0	20200211	4374	464	2189	12	41	5.536585	16	269	0.000000	7.0
1	1	20200213	0	0	0	13	38	7.894737	15	338	0.375000	7.0
2	2	20200213	0	0	0	13	37	8.500000	15	361	0.375000	7.0
3	3	20200213	0	0	0	13	39	8.550000	15	382	0.048611	7.0
4	4	20200215	0	0	0	13	34	8.457143	10	330	0.216667	6.0
5	5	20200216	5	0	0	13	41	5.950000	18	278	0.000000	7.0
6	6	20200216	5	0	0	13	41	5.950000	18	278	0.000000	7.0
7	7	20200217	2	1	0	13	39	7.128205	11	317	0.178788	7.0
8	8	20200219	88	5	47	13	13	6.083333	3	86	0.000000	-4.0
9	9	20200219	89	5	47	13	13	6.083333	3	86	0.000000	-4.0

Last rows

	Unnamed: 0	date	likes_count	replies_count	retweets_count	Cases_x	Deaths_x	word_count	avg_word_length	stopwords_count	char_count	Sentiment	Target
8504	8504	20200610	1	0	0	2000702	113631	32	3.718750	15	150	0.000000	8.0
8505	8505	20200610	0	1	0	2000702	113631	35	5.485714	14	226	0.100000	8.0
8506	8506	20200610	1	0	0	2000702	113631	56	4.017857	22	280	-0.160317	8.0
8507	8507	20200610	0	0	0	2000702	113631	57	4.188679	24	278	-0.070089	8.0
8508	8508	20200610	1	0	0	2000702	113631	40	8.536585	10	392	0.000000	8.0
8509	8509	20200610	0	0	0	2000702	113631	51	3.882353	21	248	0.433333	8.0
8510	8510	20200610	0	1	0	2000702	113631	55	4.129630	22	277	-0.354762	8.0
8511	8511	20200610	0	0	0	2000702	113631	50	3.979167	17	240	-0.266667	8.0
8512	8512	20200610	159	28	40	2000702	113631	36	5.722222	13	242	0.250000	8.0
8513	8513	20200610	0	0	0	2000702	113631	47	4.782609	15	266	0.050000	8.0

Overview

Variables

Interactions

Correlations

Pearson's r

Spearman's ρ

Kendall's τ

Phik (φk)

Missing values

Sample

First rows

Last rows